KR20140007126A - Method of recommending broadcast contents by user anlalysis, and computer-readable recording medium with broadcast contents recommending program for the same - Google Patents

Method of recommending broadcast contents by user anlalysis, and computer-readable recording medium with broadcast contents recommending program for the same Download PDF

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Publication number
KR20140007126A
KR20140007126A KR1020120074253A KR20120074253A KR20140007126A KR 20140007126 A KR20140007126 A KR 20140007126A KR 1020120074253 A KR1020120074253 A KR 1020120074253A KR 20120074253 A KR20120074253 A KR 20120074253A KR 20140007126 A KR20140007126 A KR 20140007126A
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KR
South Korea
Prior art keywords
information
user
broadcast content
broadcast
receiving terminal
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Application number
KR1020120074253A
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Korean (ko)
Inventor
송재욱
김주영
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주식회사 인프라웨어
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Priority to KR1020120074253A priority Critical patent/KR20140007126A/en
Publication of KR20140007126A publication Critical patent/KR20140007126A/en

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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
    • H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
    • H04N21/25866—Management of end-user data
    • H04N21/25891—Management of end-user data being end-user preferences

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Computer Graphics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The present invention relates to a technique for recommending broadcast content through user analysis. More specifically, since the overall amount of broadcast content increases as the number of channels increases in digital broadcast, broadcast content that one wants to see among such broadcast contents. The present invention relates to a broadcast content recommendation technology through user analysis to assist users to find and search for desired broadcast contents more easily and quickly by reducing user's time and effort.

Description

METHOD OF RECOMMENDING BROADCAST CONTENTS BY USER ANLALYSIS, AND COMPUTER-READABLE RECORDING MEDIUM WITH BROADCAST CONTENTS RECOMMENDING PROGRAM FOR THE SAME}

The present invention relates to a technique for recommending broadcast content through user analysis. More specifically, since the overall amount of broadcast content increases as the number of channels increases in digital broadcast, broadcast content that one wants to see among such broadcast contents. The present invention relates to a broadcast content recommendation technology through user analysis to assist users to find and search for desired broadcast contents more easily and quickly by reducing user's time and effort.

Conventionally, when a user lists the contents of broadcast contents that can be viewed in order to watch broadcast contents and outputs them to a broadcast receiving apparatus such as a TV, the user checks one by one, selects the desired broadcast contents, or traverses the broadcasting channel, and what content is being broadcasted? I had to go through the process to check.

Accordingly, since the user of the broadcast receiving apparatus must traverse the contents of the broadcast content or the broadcast channel one by one, it takes a long time and causes a lot of user's operation, which causes a problem of inconvenience.

Accordingly, in the related art, it is possible to provide a recommendation function for broadcast content based on individual registration information for a user by eliminating inconvenience of searching a user for a plurality of broadcast contents provided in a conventional simple list or table of contents. Technology development is urgently required.

[Related Technical Literature]

1. Program recommendation device, program recommendation method of program recommendation device and recording medium (Patent Application No. 10-2006-7010353)

2. TV program recommendation method and television program recommendation acquisition system (Patent Application No. 10-2002-7016313)

Disclosure of Invention An object of the present invention is to provide a broadcast content recommendation technology through user analysis to enable a user to quickly and simply select desired broadcast content in a multi-channel environment of digital broadcasting.

Broadcast content recommendation method through the user analysis according to the present invention for achieving the above object, the user's name information, the user's personal information (age information, gender information), the user from the broadcast receiving terminal through the broadcast content server, the user A first step of receiving personal details (preferred genre information, viewing series / program information) of the user information and storing them in the user information DB; A second step of the broadcast content server receiving the name information of the user from the broadcast receiving terminal through the communication network according to the user's request for broadcasting; When the broadcasting content server has the viewing series information or the program information in the user's detailed information stored by matching the user's name information in the user information DB, the broadcasting content information which the user does not watch among the broadcasting contents corresponding to the viewing series information or the program information And extracting from the broadcast content DB and transmitting the extracted content to a broadcast receiving terminal through a communication network.

In the broadcast content recommendation method according to the present invention, when a broadcast content server receives a rejection message from a broadcast receiving terminal for broadcast content information that is not viewed by a user among broadcast content corresponding to viewing series information or program information, the name of the user is displayed. A fourth step of extracting broadcasting content information preferred by an age group and gender of the user from the personal basic information using the preferred genre information stored in the detailed information matched with the information from the broadcasting content DB and transmitting the same to the broadcast receiving terminal; When the broadcast content server receives the rejection message from the broadcast receiving terminal according to the user's refusal to display the broadcast content information preferred by the user's age and gender, the preferred celebrity information stored in the user information DB is matched with the user's name information. And extracting the broadcast content corresponding to the broadcast content DB from the broadcast content DB and transmitting the broadcast content to the broadcast receiving terminal.

In the fourth step of the present invention, if the broadcast content server does not receive a rejection message from the broadcast receiving terminal for the broadcast content information that the user did not watch among the broadcast content corresponding to the viewing series information or the program information, the viewing series or The broadcast content corresponding to the program information may be extracted from the broadcast content DB and transmitted to a broadcast receiving terminal through a communication network.

In the fifth step of the present invention, if the broadcast content server does not receive a rejection message from the broadcast receiving terminal in response to the user's intention to reject the broadcast content information preferred by the user's age and gender, The broadcast content may be extracted from the broadcast content DB and transmitted to a broadcast receiving terminal through a communication network.

In addition, the broadcast content recommendation method according to the present invention, the broadcast content server, if the user rejects the recommendation for the broadcast content corresponding to the favorite entertainer information transmitting a preset broadcast list to the broadcast receiving terminal through the communication network; It may be configured to include more.

On the other hand, the computer-readable recording medium according to the present invention records a broadcast content recommendation program for executing the broadcast content recommendation method through the user analysis according to the above.

According to the present invention, if a user registers some user information such as age group, gender, preferred genre, preferred entertainer, etc., the user can analyze the broadcast contents that are available to view and arrange the results to provide the user's function in the multi-channel environment of digital broadcasting. It offers the advantage of reducing the time required for channel selection by increasing the convenience of broadcasting content selection.

In addition, according to the present invention, the operation of the controller of the broadcast receiving apparatus is reduced, so that the controller can be used for a long time.

1 is a diagram showing an entire system in which a broadcast content recommendation method through user analysis according to the present invention is implemented.
FIG. 2 is a block diagram showing the configuration of a broadcast content server in FIG. 1; FIG.
3 is a flowchart illustrating a process of collecting user information in a broadcast content recommendation method through user analysis according to the present invention.
4 is a flowchart illustrating a broadcast content recommendation process according to user information analysis among broadcast content recommendation methods through user analysis according to the present invention.

Hereinafter, the present invention will be described in detail with reference to the drawings.

1 is a diagram illustrating an entire system in which a broadcast content recommendation method through user analysis according to the present invention is implemented.

Referring to the drawings, the entire system in which the technical idea of the present invention is implemented includes a broadcast receiving terminal 10, a communication network 20, a broadcast content server 30, a user information DB 40, and a broadcast content DB 50. . Meanwhile, in the present specification, the database DB may refer to a functional structural combination of software and hardware that stores information corresponding to each database. The DB may be implemented with at least one table, and may further include a separate DBMS (Database Management System) for searching, storing, and managing information stored in the database. In addition, it can be implemented in various ways, including linked-list, tree, and relational database, and includes all data storage media and related data structures capable of storing information corresponding to the database.

FIG. 2 is a block diagram showing the detailed configuration of the broadcast content server 30 constituting the entire system of FIG. Referring to the drawings, the broadcast content server 30 according to the present invention comprises a transceiver 31, a user information collection module 32, a user information analysis / recommendation module 33. Hereinafter, a description will be given of the entire system in which the broadcast content recommendation method through user analysis is implemented based on the user information collection module 32 and the user information analysis / recommendation module 33.

First, the transceiver 31 performs signal and data transmission and reception with the broadcast receiving terminal 10 through the communication network 20.

The user information collection module 32 may include user name information and personal basic information (age information, gender information) input by the user of the broadcast receiving terminal 10 in response to access through the communication network 20 of the broadcast receiving terminal 10. ) And controls the transceiver 31 to receive through the communication network 20, and stores the personal basic information (age information, gender information) in the user information DB (40) by matching the user's name information. Such basic personal information may be provided by the user in the subscription stage for receiving the broadcast receiving service (eg, satellite broadcasting service, cable channel service, etc.).

The user information collection module 32 transmits and receives the transmission and reception unit 31 to receive the user's personal details including the preferred genre information and the viewing series / program information input by the user from the broadcast receiving terminal 10 through the communication network 20. After the control, the user's personal detail information is matched with the user's name information and stored in the user information DB 40.

The preferred genre includes at least one of drama, film, sports, news, current affairs, culture, and entertainment. It means you are watching.

The user information collecting module 32 controls the transceiver 31 to receive the user's favorite entertainer information input by the user from the broadcast receiving terminal 10 through the communication network 20, and then the user's favorite entertainer information. Match the name information of the user information DB (40) is stored.

The user information analysis / recommendation module 33 controls the transceiver 31 to receive the user's broadcast recommendation request including the user's name information from the broadcast receiving terminal 10 through the communication network 20. The user information analysis / recommendation module 33 is applied to the viewing series information or the program information when there is the viewing series information or the program information in the user's personal detail information that is matched and stored in the user information DB 40. Controls the transceiver unit 31 to extract broadcast content information not viewed by the user from the corresponding broadcast content in the broadcast content DB 50 and transmit the information to the broadcast receiving terminal 10 through the communication network 20.

The user information analysis / recommendation module 33 determines whether a rejection message is received from the broadcast receiving terminal 10 for the broadcast content information that the user did not watch among the broadcast content corresponding to the viewing series information or the program information.

The user information analysis / recommendation module 33 broadcasts the user's age and gender in the basic personal information using the preferred genre information in the personal detail information that is matched with the user's name information when the rejection message is received. The transmitter / receiver 51 controls the content information to be extracted from the broadcast content DB 50 and transmitted to the broadcast receiving terminal 10. On the contrary, the user information analysis / recommendation module 33 extracts the broadcast content corresponding to the viewing series or program information from the broadcast content DB 50 when the rejection message is not received, and receives the broadcast terminal through the communication network 20. The transmission and reception unit 51 is controlled to transmit to (10).

Meanwhile, the user information analysis / recommendation module 33 also determines whether a rejection message is received from the broadcast receiving terminal 10 according to the user's intention to reject the broadcast content information preferred by the age group and gender of the user.

The user information analysis / recommendation module 33 determines the name of the user in the user information DB 40 when a rejection message is received from the broadcast receiving terminal 10 regarding the broadcast content information preferred by the user's age and gender. The transmitter and receiver 51 controls the broadcast content corresponding to the stored favorite entertainer information to be extracted from the broadcast content DB 50 and transmitted to the broadcast receiving terminal 10.

On the contrary, if the rejection message is not received from the broadcast receiving terminal 10 for the broadcast content information preferred by the age and gender of the user, the user information analysis / recommendation module 33 broadcasts the content corresponding to the preferred entertainer information. Extracts from the broadcast content DB 50 and controls the transmitter / receiver 31 to transmit to the broadcast receiving terminal 10 through the communication network 20.

3 is a flowchart illustrating a process of collecting user information in a broadcast content recommendation method through user analysis according to the present invention. 1 to 3, the broadcast receiving terminal 10 accesses the broadcast content server 30 through the communication network 20, and then the user inputs the user according to the user's basic information transmission request. The name information, personal basic information (age information, gender information) of the transmission through the communication network 20 to the content server 30 to be stored in the user information DB (40) (S11).

After step S11, the broadcast receiving terminal 10 transmits the user's personal details including the preferred genre information and the viewing series / program information, etc. input by the user in response to the user's request for detailed information transmission through the communication network 20. It transmits to the broadcast content server 30 and accordingly these personal details are stored in the user information DB (40) (S12). Here, the viewing series / program information includes at least one of viewing series information and program information that the user desires to watch.

After step S12, the broadcast receiving terminal 10 transmits the user's favorite entertainer information input by the user to the broadcast content server 30 through the communication network 20 in response to the user's additional information transmission request. The additional information is stored in the user information DB 40 (S13).

4 is a flowchart showing a broadcast content recommendation process according to user information analysis among broadcast content recommendation methods through user analysis according to the present invention. 1 to 4, the broadcast receiving terminal 10 transmits the user's name information to the broadcast content server 40 through the communication network 20 according to the user's recommendation of broadcasting (S21). .

Accordingly, the broadcast content server 30 matches the user's name information in the user information DB 40, and if there is a viewing series information or program information in the stored user's detailed information, among the broadcasting content corresponding to the viewing series information or program information. The broadcast content information not viewed by the user is extracted from the broadcast content DB 50 and transmitted to the broadcast receiving terminal 10 through the communication network 20 (S22).

After step S22, the broadcast content server 30 determines whether to receive a rejection message from the broadcast receiving terminal 10 for the broadcast content information that the user did not watch among the broadcast content corresponding to the viewing series information or the program information. (S23).

When the rejection message is received as a result of the determination in step S23, the broadcast content server 30 matches the user's age and gender with the preferred content content using the preferred genre information in the stored personal detail information that matches the user's name information. Extracted from the broadcast content DB (50) and transmitted to the broadcast receiving terminal (10) (S24).

On the other hand, if the rejection message is not received for the broadcast content information as a result of the determination in step S23, the broadcast content server 30 extracts the broadcast content corresponding to the viewing series or program information from the broadcast content DB 50 to communicate with the network. The broadcast receiving terminal 10 is transmitted through the 20 (S25).

After the step S24, the broadcast content server 30 determines whether a rejection message is received from the broadcast receiving terminal 10 according to the user's intention to reject the broadcast content information preferred by the user's age and gender (S26). ).

If the rejection message is received from the broadcast receiving terminal 10 with respect to the broadcast content information preferred by the age and gender of the user as a result of the determination in step S26, the broadcast content server 30 in the user information DB 40 The broadcast content corresponding to the stored favorite entertainer information matched with the name information is extracted from the broadcast content DB 50 and transmitted to the broadcast receiving terminal 10 (S27).

On the other hand, if the rejection message is not received from the broadcast receiving terminal 10 for the broadcast content information preferred by the user's age and gender as a result of step S26, the broadcast content server 30 corresponds to the preferred entertainer information The broadcast content is extracted from the broadcast content DB 50 and transmitted to the broadcast receiving terminal 10 through the communication network 20 (S28).

And although not shown, after the step (S27), the broadcast content server 30 can show the conventional broadcast list when the user of the broadcast receiving terminal 10 for the broadcast content corresponding to the preferred celebrity information rejected the recommendation. When a user watches a broadcast content, the user may add viewing information to the corresponding user and store the matching information with the user's name information in the user information DB 40.

The present invention can also be embodied in the form of computer readable code on a computer readable recording medium. At this time, the computer-readable recording medium includes all kinds of recording apparatuses in which data that can be read by a computer system is stored.

Examples of the computer-readable recording medium include a ROM, a RAM, a CD-ROM, a magnetic tape, a floppy disk, an optical data storage, and the like, and may be implemented in the form of a carrier wave . The computer-readable recording medium can also be stored and executed by a computer-readable code in a distributed manner on a networked computer system. And functional programs, codes, and code segments for implementing the present invention can be easily deduced by programmers skilled in the art to which the present invention belongs.

As described above, the embodiments of the present invention have been disclosed in the present specification and drawings, and although specific terms have been used, they have been used only in a general sense to easily describe the technical contents of the present invention and to facilitate understanding of the invention. And is not intended to limit the scope of the invention. It will be apparent to those skilled in the art that other modifications based on the technical idea of the present invention are possible in addition to the embodiments disclosed herein.

10: Broadcast receiving terminal
20: Network
30: broadcasting content server
31: Transmitting /
32: user information collection module
33: User Information Analysis / Recommendation Module
40: User Information DB
50: broadcasting content DB

Claims (7)

The broadcast content server receives the user's name information, the user's personal basic information (age information, gender information), and the user's personal details (preferred genre information, viewing series / program information) from the broadcast receiving terminal through the communication network. A first step of storing in a DB;
A second step of receiving, by the broadcast content server, the name information of the user from the broadcast receiving terminal through a communication network in response to a user's recommendation of broadcasting;
When the broadcast content server has viewing series information or program information in the user's detailed information stored in the user information DB that is matched with the user's name information, the user watches among broadcasting contents corresponding to the viewing series information or program information. Extracting, from the broadcast content DB, the broadcast content information that has not been transmitted to the broadcast receiving terminal through a communication network;
Broadcast content recommendation method through a user analysis configured to include.
The method according to claim 1,
When the broadcast content server receives a rejection message from the broadcast receiving terminal regarding the broadcast content information that the user has not watched among the broadcast content corresponding to the viewing series information or the program information, the details matched with the user's name information are stored. A fourth step of extracting, from the broadcast content DB, broadcasting content information preferred by the age group and gender of the user from the personal basic information using the preferred genre information from the information and transmitting the same to the broadcast receiving terminal;
Broadcast content recommendation method through the user analysis is configured to further include.
The method according to claim 2,
When the broadcast content server receives a rejection message from the broadcast receiving terminal according to the user's refusal to display the broadcast content information preferred by the age group and gender of the user, the user information DB and the user's name information are displayed. A fifth step of extracting broadcast content corresponding to the stored favorite entertainer information from the broadcast content DB and transmitting the extracted broadcast content to the broadcast receiving terminal;
Broadcast content recommendation method through the user analysis is configured to further include.
The method according to claim 2,
In the fourth step, when the broadcast content server does not receive a rejection message from the broadcast receiving terminal regarding broadcast content information that the user has not watched among the broadcast content corresponding to the viewing series information or program information, the viewing series or And extracting the broadcast content corresponding to the program information from the broadcast content DB and transmitting the broadcast content to the broadcast receiving terminal through a communication network.
The method according to claim 3,
In the fifth step, when the broadcast content server does not receive a rejection message from the broadcast receiving terminal in response to the user's intention to reject the broadcast content information preferred by the age group and gender of the user, the preferred entertainer information. And extracting the broadcast content corresponding to the broadcast content DB from the broadcast content DB and transmitting the broadcast content to the broadcast receiving terminal through a communication network.
The method according to claim 3,
Transmitting, by the broadcast content server, the preset broadcast list to the broadcast receiving terminal through a communication network when the user rejects the recommendation for the broadcast content corresponding to the preferred entertainer information;
Broadcast content recommendation method through the user analysis is configured to further include.
A computer-readable recording medium recording a broadcast content recommendation program for executing a broadcast content recommendation method through user analysis according to any one of claims 1 to 6.
KR1020120074253A 2012-07-09 2012-07-09 Method of recommending broadcast contents by user anlalysis, and computer-readable recording medium with broadcast contents recommending program for the same KR20140007126A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015170851A1 (en) * 2014-05-09 2015-11-12 주식회사 소울핑거 System and method for recommending 3d character installation based on broadcast information
WO2020116902A1 (en) * 2018-12-04 2020-06-11 삼성전자 주식회사 Content casting method and electronic device therefor

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015170851A1 (en) * 2014-05-09 2015-11-12 주식회사 소울핑거 System and method for recommending 3d character installation based on broadcast information
WO2020116902A1 (en) * 2018-12-04 2020-06-11 삼성전자 주식회사 Content casting method and electronic device therefor
KR20200067520A (en) * 2018-12-04 2020-06-12 삼성전자주식회사 Method for contents casting and electronic device therefor
US11695982B2 (en) 2018-12-04 2023-07-04 Samsung Electronics Co., Ltd Content casting method and electronic device therefor

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